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Optimizing Concussion Care Seeking: Using Machine Learning to Predict Delayed Concussion Reporting
2
Zitationen
35
Autoren
2024
Jahr
Abstract
Further study is needed on the pathways through which institutional decisions about resource allocation, including decisions about sports medicine staffing, may contribute to reporting immediacy. More broadly, the relatively low accuracy of the machine learning models tested suggests the importance of continued expansion in how reporting is understood and facilitated.
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Autoren
- Emily Kroshus
- Daniel Leeds
- Thomas W. McAllister
- Zachary Y. Kerr
- Kristen Knight
- Johna K. Register‐Mihalik
- Robert C. Lynall
- Christopher D’Lauro
- Yuet Ho
- Muhibur Rahman
- Steven P. Broglio
- Michael McCrea
- Julianne D. Schmidt
- Nicholas Port
- Darren E. Campbell
- Margot Putukian
- Sara P. D. Chrisman
- Kenneth L. Cameron
- Adam Susmarski
- Joshua Goldman
- Holly J. Benjamin
- Thomas A. Buckley
- Thomas W. Kaminski
- James R. Clugston
- Luis A. Feigenbaum
- James T. Eckner
- Jason P. Mihalik
- Anthony P. Kontos
- Jane McDevitt
- M. Alison Brooks
- Steven Rowson
- Christopher M. Miles
- Laura Lintner
- Louise A. Kelly
- Christina L. Master
Institutionen
- University of Georgia(US)
- University of Washington(US)
- Seattle Children's Hospital(US)
- Fordham University(US)
- Indiana University School of Medicine
- Indiana University – Purdue University Indianapolis(US)
- University of North Carolina at Chapel Hill(US)
- University of California, San Francisco(US)
- United States Air Force Academy(US)
- University of Michigan–Ann Arbor(US)
- Medical College of Wisconsin(US)
- Indiana University Bloomington(US)
- Intermountain Healthcare(US)
- Princeton University(US)
- United States Naval Academy(US)
- University of California, Los Angeles(US)
- University of Chicago(US)
- University of Delaware(US)
- University of Florida Health(US)
- University of Miami(US)
- University of Pittsburgh(US)
- Temple University(US)
- University of Wisconsin–Madison(US)
- Virginia Tech(US)
- Wake Forest University(US)
- Winston-Salem State University(US)
- California Lutheran University(US)
- Children's Hospital of Philadelphia(US)